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@@ -13,11 +13,15 @@ library_name: transformers
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  # olmOCR-7B-0225-preview-FP8
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- This is the official FP8 quantized version of (olmOCR-7B-0225-preview)[https://huggingface.co/allenai/olmOCR-7B-0225-preview/] for use with the olmOCR pipeline.
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  Be sure you have olmOCR v0.1.75 or newer and run:
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  ```
 
 
 
 
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  python -m olmocr.pipeline ./localworkspace --markdown --pdfs olmocr-sample.pdf --model allenai/olmOCR-7B-0225-preview-FP8
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  ```
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  # olmOCR-7B-0225-preview-FP8
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+ This is the official FP8 quantized version of [olmOCR-7B-0225-preview](https://huggingface.co/allenai/olmOCR-7B-0225-preview/) for use with the olmOCR pipeline.
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  Be sure you have olmOCR v0.1.75 or newer and run:
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  ```
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+ # Download a sample PDF
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+ curl -o olmocr-sample.pdf https://olmocr.allenai.org/papers/olmocr_3pg_sample.pdf
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+
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+ # Convert it to markdown
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  python -m olmocr.pipeline ./localworkspace --markdown --pdfs olmocr-sample.pdf --model allenai/olmOCR-7B-0225-preview-FP8
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  ```
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